Ames Housing Predictions — (605 homes predicted)

Model

Random Forest

Test RMSE

0.15686

Houses Predicted

605

Predicted Price Distribution
Statistic Value
0 Min 3173.171830
1 Median 154575.552141
2 Mean 175053.639961
3 Max 429354.839102
Price Quartiles
Statistic Value
Q1 (25th %) 124312.09
Median 154575.55
Q3 (75th %) 210202.93
Model Details
  • n_estimators: 400
  • max_depth: None
  • min_samples_leaf: 1
  • min_samples_split: 2